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statistical-data-analysis

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Practicum100-by-Yandex

AtlasmanYevgenii / Practicum100-by-Yandex

Star 11

Course included such topics, as Data Preprocessing, Exploratory Data Analysis (EDA), Statistical Data Analysis (SDA), Data Collection and Storage (PostgreSQL), Business Analytics, Making Business Decisions Based on Data (Hypotheses testing), How to Tell a Story Using Data (Presentation and Data Visualization - Maplotlib, Seaborn, Plotly), Automa…

github python automation dashboard sda exploratory-data-analysis postgresql plotly eda data-visualization seaborn data-collection data-preprocessing tableau hypothesis-testing business-analytics mathplotlib statistical-data-analysis hypothesis-tests mashine-learning
  • Updated Aug 8, 2022
  • Jupyter Notebook

dple / Statistical_data_analysis

Star 5

This project implements in Python some common statistical analysis methods used in data analysis, including Entropy, Mutual Information, Kolmogorov–Smirnov test, Kullback-Leibler divergence (KLD), AB tests (Mann-Whitney U and t-tests)

statistics entropy information-theory t-test kullback-leibler-divergence mutual-information ab-tests statistical-data-analysis ks-test u-test mann-whitney-u-test ecdf-distance
  • Updated Jan 27, 2022
  • Python

fchamroukhi / mixHMM_m

Star 1

Clustering and segmentation of heteregeneous functional data (sequential data) by mixture of gaussian Hidden Markov Models (MixFHMMs) and the EM algorithm

data-science clustering statistical-learning artificial-intelligence functional-data-analysis unsupervised-learning em-algorithm hidden-markov-models time-series-clustering generative-models baum-welch-algorithm statistical-data-analysis mixture-models time-series-segmentation functional-data-clustering curve-clustering statistical-data-science
  • Updated Jan 22, 2019
  • MATLAB

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